"This isn't me," Clara whispered, her voice barely a breath. She sat on the park bench, the biography, "The Quiet Rebel," clutched in her trembling hands. The author, a former therapist, had fabricated a life story.

She felt a wave of nausea. The book described her as a troubled soul, perpetually at odds with the world. The narrative minimized her achievements and amplified her perceived flaws. She closed her eyes, fighting back the sting of tears. She was not the person in the book. It was a hateful fabrication.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217